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Multi-Label Classification

multilabel graph classification with highest result

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 421–430 of 1198 papers

Title	Date	Tasks	Status	Hype
Extreme Multi-Label Skill Extraction Training using Large Language Models	Jul 20, 2023	Contrastive LearningExtreme Multi-Label Classification	—Unverified	0
PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification	Jul 18, 2023	image-classificationImage Classification	CodeCode Available	0
Energy Efficient Deep Multi-Label ON/OFF Classification of Low Frequency Metered Home Appliances	Jul 18, 2023	energy managementManagement	CodeCode Available	0
Semantic Contrastive Bootstrapping for Single-positive Multi-label Recognition	Jul 15, 2023	Contrastive LearningMulti-Label Classification	CodeCode Available	0
YOLIC: An Efficient Method for Object Localization and Classification on Edge Devices	Jul 13, 2023	ClassificationComputational Efficiency	CodeCode Available	0
Enhancing ECG Analysis of Implantable Cardiac Monitor Data: An Efficient Pipeline for Multi-Label Classification	Jul 12, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
MDACE: MIMIC Documents Annotated with Code Evidence	Jul 7, 2023	Document ClassificationExtreme Multi-Label Classification	CodeCode Available	0
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images	Jul 4, 2023	AttributeClassification	—Unverified	0
Positive Label Is All You Need for Multi-Label Classification	Jun 28, 2023	AllMulti-Label Classification	CodeCode Available	0
Probability Guided Loss for Long-Tailed Multi-Label Image Classification	Jun 26, 2023	Classificationimage-classification	—Unverified	0

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All datasets CheXpert MS-COCO PASCAL VOC 2007 NUS-WIDE ChestX-ray14 OpenImages-v6 PASCAL VOC 2012 MLRSNet MRNet MIMIC-CXR

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	CFT (ensemble) Macao Polytechnic University	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
2	Hierarchical-Learning-V1 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
3	DeepAUC-v1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
4	Conditional-Training-LSR	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
5	Hierarchical-Learning-V4 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
6	YWW(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
7	Hierarchical-Learning-V0 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
8	Conditional-Training-LSR-V1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
9	DeepCNNsGM(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
10	Multi-Stage-Learning-CNN-V3 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified